How to keep the index of my pandas dataframe after normalazation. json
Question:
I get a json object from json loads.
then I make a pd df
Now I need to normalize a lot of nested information that hide’s in the only column [‘open’]
but I want to keep the original index, the index has my order id’s
here’s the json
{'error': [], 'result': {'open': {'OOACET-BMAFM-HNCONR': {'refid': None, 'userref': 0, 'status': 'open', 'opentm': 1605592530.3912, 'starttm': 0, 'expiretm': 0, 'descr': {'pair': 'XBTEUR', 'type': 'sell', 'ordertype': 'limit', 'price': '14650.0', 'price2': '0', 'leverage': 'none', 'order': 'sell 0.00100000 XBTEUR @ limit 14650.0', 'close': ''}, 'vol': '0.00100000', 'vol_exec': '0.00000000', 'cost': '0.00000', 'fee': '0.00000', 'price': '0.00000', 'stopprice': '0.00000', 'limitprice': '0.00000', 'misc': '', 'oflags': 'fciq'}, 'OXJ3XN-56LKL-AJ47T4': {'refid': None, 'userref': 0, 'status': 'open', 'opentm': 1605560760.209, 'starttm': 0, 'expiretm': 0, 'descr': {'pair': 'XBTEUR', 'type': 'buy', 'ordertype': 'limit', 'price': '13625.0', 'price2': '0', 'leverage': 'none', 'order': 'buy 0.00100000 XBTEUR @ limit 13625.0', 'close': ''}, 'vol': '0.00100000', 'vol_exec': '0.00000000', 'cost': '0.00000', 'fee': '0.00000', 'price': '0.00000', 'stopprice': '0.00000', 'limitprice': '0.00000', 'misc': '', 'oflags': 'fciq'}, 'OWS5QG-43O6P-GJ6D3I': {'refid': None, 'userref': 0, 'status': 'open', 'opentm': 1605560759.2277, 'starttm': 0, 'expiretm': 0, 'descr': {'pair': 'XBTEUR', 'type': 'buy', 'ordertype': 'limit', 'price': '13650.0', 'price2': '0', 'leverage': 'none', 'order': 'buy 0.00100000 XBTEUR @ limit 13650.0', 'close': ''}, 'vol': '0.00100000', 'vol_exec': '0.00000000', 'cost': '0.00000', 'fee': '0.00000', 'price': '0.00000', 'stopprice': '0.00000', 'limitprice': '0.00000', 'misc': '', 'oflags': 'fciq'}, 'O2E3V6-FVR32-MSEK5M': {'refid': None, 'userref': 0, 'status': 'open', 'opentm': 1605560758.7409, 'starttm': 0, 'expiretm': 0, 'descr': {'pair': 'XBTEUR', 'type': 'buy', 'ordertype': 'limit', 'price': '13675.0', 'price2': '0', 'leverage': 'none', 'order': 'buy 0.00100000 XBTEUR @ limit 13675.0', 'close': ''}, 'vol': '0.00100000', 'vol_exec': '0.00000000', 'cost': '0.00000', 'fee': '0.00000', 'price': '0.00000', 'stopprice': '0.00000', 'limitprice': '0.00000', 'misc': '', 'oflags': 'fciq'}, 'OPBWN7-76LCH-PUFKBP': {'refid': None, 'userref': 0, 'status': 'open', 'opentm': 1605560758.2586, 'starttm': 0, 'expiretm': 0, 'descr': {'pair': 'XBTEUR', 'type': 'buy', 'ordertype': 'limit', 'price': '13700.0', 'price2': '0', 'leverage': 'none', 'order': 'buy 0.00100000 XBTEUR @ limit 13700.0', 'close': ''}, 'vol': '0.00100000', 'vol_exec': '0.00000000', 'cost': '0.00000', 'fee': '0.00000', 'price': '0.00000', 'stopprice': '0.00000', 'limitprice': '0.00000', 'misc': '', 'oflags': 'fciq'}, 'OLMJHD-U2A2V-LUDNMQ': {'refid': None, 'userref': 0, 'status': 'open', 'opentm': 1605560757.7803, 'starttm': 0, 'expiretm': 0, 'descr': {'pair': 'XBTEUR', 'type': 'buy', 'ordertype': 'limit', 'price': '13725.0', 'price2': '0', 'leverage': 'none', 'order': 'buy 0.00100000 XBTEUR @ limit 13725.0', 'close': ''}, 'vol': '0.00100000', 'vol_exec': '0.00000000', 'cost': '0.00000', 'fee': '0.00000', 'price': '0.00000', 'stopprice': '0.00000', 'limitprice': '0.00000', 'misc': '', 'oflags': 'fciq'}, 'OK4BTF-RUBIU-SYBI3H': {'refid': None, 'userref': 0, 'status': 'open', 'opentm': 1605560756.9636, 'starttm': 0, 'expiretm': 0, 'descr': {'pair': 'XBTEUR', 'type': 'buy', 'ordertype': 'limit', 'price': '13750.0', 'price2': '0', 'leverage': 'none', 'order': 'buy 0.00100000 XBTEUR @ limit 13750.0', 'close': ''}, 'vol': '0.00100000', 'vol_exec': '0.00000000', 'cost': '0.00000', 'fee': '0.00000', 'price': '0.00000', 'stopprice': '0.00000', 'limitprice': '0.00000', 'misc': '', 'oflags': 'fciq'}, 'OWPO6O-2ITKQ-7PYNRD': {'refid': None, 'userref': 0, 'status': 'open', 'opentm': 1605560755.88, 'starttm': 0, 'expiretm': 0, 'descr': {'pair': 'XBTEUR', 'type': 'buy', 'ordertype': 'limit', 'price': '13775.0', 'price2': '0', 'leverage': 'none', 'order': 'buy 0.00100000 XBTEUR @ limit 13775.0', 'close': ''}, 'vol': '0.00100000', 'vol_exec': '0.00000000', 'cost': '0.00000', 'fee': '0.00000', 'price': '0.00000', 'stopprice': '0.00000', 'limitprice': '0.00000', 'misc': '', 'oflags': 'fciq'}, 'OI4N5X-4XJNM-65ZVKK': {'refid': None, 'userref': 0, 'status': 'open', 'opentm': 1605560755.409, 'starttm': 0, 'expiretm': 0, 'descr': {'pair': 'XBTEUR', 'type': 'buy', 'ordertype': 'limit', 'price': '13800.0', 'price2': '0', 'leverage': 'none', 'order': 'buy 0.00100000 XBTEUR @ limit 13800.0', 'close': ''}, 'vol': '0.00100000', 'vol_exec': '0.00000000', 'cost': '0.00000', 'fee': '0.00000', 'price': '0.00000', 'stopprice': '0.00000', 'limitprice': '0.00000', 'misc': '', 'oflags': 'fciq'}, 'OQJNLK-IJ5EC-KAJFZM': {'refid': None, 'userref': 0, 'status': 'open', 'opentm': 1605559538.5429, 'starttm': 0, 'expiretm': 0, 'descr': {'pair': 'XBTEUR', 'type': 'sell', 'ordertype': 'limit', 'price': '14625.0', 'price2': '0', 'leverage': 'none', 'order': 'sell 0.00100000 XBTEUR @ limit 14625.0', 'close': ''}, 'vol': '0.00100000', 'vol_exec': '0.00000000', 'cost': '0.00000', 'fee': '0.00000', 'price': '0.00000', 'stopprice': '0.00000', 'limitprice': '0.00000', 'misc': '', 'oflags': 'fciq'}, 'OX4PEP-CQJF3-D5S4T4': {'refid': None, 'userref': 0, 'status': 'open', 'opentm': 1605559538.0649, 'starttm': 0, 'expiretm': 0, 'descr': {'pair': 'XBTEUR', 'type': 'sell', 'ordertype': 'limit', 'price': '14600.0', 'price2': '0', 'leverage': 'none', 'order': 'sell 0.00100000 XBTEUR @ limit 14600.0', 'close': ''}, 'vol': '0.00100000', 'vol_exec': '0.00000000', 'cost': '0.00000', 'fee': '0.00000', 'price': '0.00000', 'stopprice': '0.00000', 'limitprice': '0.00000', 'misc': '', 'oflags': 'fciq'}, 'OTPY3E-P6ZNO-AKMFGS': {'refid': None, 'userref': 0, 'status': 'open', 'opentm': 1605559537.5156, 'starttm': 0, 'expiretm': 0, 'descr': {'pair': 'XBTEUR', 'type': 'sell', 'ordertype': 'limit', 'price': '14575.0', 'price2': '0', 'leverage': 'none', 'order': 'sell 0.00100000 XBTEUR @ limit 14575.0', 'close': ''}, 'vol': '0.00100000', 'vol_exec': '0.00000000', 'cost': '0.00000', 'fee': '0.00000', 'price': '0.00000', 'stopprice': '0.00000', 'limitprice': '0.00000', 'misc': '', 'oflags': 'fciq'}, 'ODPOEU-WSSWG-JOAXFX': {'refid': None, 'userref': 0, 'status': 'open', 'opentm': 1605559536.9612, 'starttm': 0, 'expiretm': 0, 'descr': {'pair': 'XBTEUR', 'type': 'sell', 'ordertype': 'limit', 'price': '14550.0', 'price2': '0', 'leverage': 'none', 'order': 'sell 0.00100000 XBTEUR @ limit 14550.0', 'close': ''}, 'vol': '0.00100000', 'vol_exec': '0.00000000', 'cost': '0.00000', 'fee': '0.00000', 'price': '0.00000', 'stopprice': '0.00000', 'limitprice': '0.00000', 'misc': '', 'oflags': 'fciq'}, 'OERE3J-DZZDJ-IWYECU': {'refid': None, 'userref': 0, 'status': 'open', 'opentm': 1605554852.1838, 'starttm': 0, 'expiretm': 0, 'descr': {'pair': 'XBTEUR', 'type': 'sell', 'ordertype': 'limit', 'price': '14525.0', 'price2': '0', 'leverage': 'none', 'order': 'sell 0.00100000 XBTEUR @ limit 14525.0', 'close': ''}, 'vol': '0.00100000', 'vol_exec': '0.00000000', 'cost': '0.00000', 'fee': '0.00000', 'price': '0.00000', 'stopprice': '0.00000', 'limitprice': '0.00000', 'misc': '', 'oflags': 'fciq'}, 'OVWFP7-6KLAD-FGQO6C': {'refid': None, 'userref': 0, 'status': 'open', 'opentm': 1605554707.2403, 'starttm': 0, 'expiretm': 0, 'descr': {'pair': 'XBTEUR', 'type': 'sell', 'ordertype': 'limit', 'price': '14500.0', 'price2': '0', 'leverage': 'none', 'order': 'sell 0.00100000 XBTEUR @ limit 14500.0', 'close': ''}, 'vol': '0.00100000', 'vol_exec': '0.00000000', 'cost': '0.00000', 'fee': '0.00000', 'price': '0.00000', 'stopprice': '0.00000', 'limitprice': '0.00000', 'misc': '', 'oflags': 'fciq'}, 'OZB6V4-5SVQJ-Y6ADNE': {'refid': None, 'userref': 0, 'status': 'open', 'opentm': 1605554448.1384, 'starttm': 0, 'expiretm': 0, 'descr': {'pair': 'XBTEUR', 'type': 'buy', 'ordertype': 'limit', 'price': '13950.0', 'price2': '0', 'leverage': 'none', 'order': 'buy 0.00102000 XBTEUR @ limit 13950.0', 'close': ''}, 'vol': '0.00102000', 'vol_exec': '0.00000000', 'cost': '0.00000', 'fee': '0.00000', 'price': '0.00000', 'stopprice': '0.00000', 'limitprice': '0.00000', 'misc': '', 'oflags': 'fciq'}, 'O3FCJ5-VZQHF-MDAFQ2': {'refid': None, 'userref': 0, 'status': 'open', 'opentm': 1605549359.8677, 'starttm': 0, 'expiretm': 0, 'descr': {'pair': 'XBTEUR', 'type': 'sell', 'ordertype': 'limit', 'price': '14475.0', 'price2': '0', 'leverage': 'none', 'order': 'sell 0.00100000 XBTEUR @ limit 14475.0', 'close': ''}, 'vol': '0.00100000', 'vol_exec': '0.00000000', 'cost': '0.00000', 'fee': '0.00000', 'price': '0.00000', 'stopprice': '0.00000', 'limitprice': '0.00000', 'misc': '', 'oflags': 'fciq'}, 'OC6GIB-QVZOY-O4BWHZ': {'refid': None, 'userref': 0, 'status': 'open', 'opentm': 1605549347.6533, 'starttm': 0, 'expiretm': 0, 'descr': {'pair': 'XBTEUR', 'type': 'sell', 'ordertype': 'limit', 'price': '14450.0', 'price2': '0', 'leverage': 'none', 'order': 'sell 0.00100000 XBTEUR @ limit 14450.0', 'close': ''}, 'vol': '0.00100000', 'vol_exec': '0.00000000', 'cost': '0.00000', 'fee': '0.00000', 'price': '0.00000', 'stopprice': '0.00000', 'limitprice': '0.00000', 'misc': '', 'oflags': 'fciq'}, 'OMR6HL-NYYKP-3XJ3AI': {'refid': None, 'userref': 0, 'status': 'open', 'opentm': 1605549336.5905, 'starttm': 0, 'expiretm': 0, 'descr': {'pair': 'XBTEUR', 'type': 'sell', 'ordertype': 'limit', 'price': '14425.0', 'price2': '0', 'leverage': 'none', 'order': 'sell 0.00100000 XBTEUR @ limit 14425.0', 'close': ''}, 'vol': '0.00100000', 'vol_exec': '0.00000000', 'cost': '0.00000', 'fee': '0.00000', 'price': '0.00000', 'stopprice': '0.00000', 'limitprice': '0.00000', 'misc': '', 'oflags': 'fciq'}, 'O2BL5K-CGDVD-ROA3ID': {'refid': None, 'userref': 0, 'status': 'open', 'opentm': 1605548975.3411, 'starttm': 0, 'expiretm': 0, 'descr': {'pair': 'XBTEUR', 'type': 'sell', 'ordertype': 'limit', 'price': '14400.0', 'price2': '0', 'leverage': 'none', 'order': 'sell 0.00100000 XBTEUR @ limit 14400.0', 'close': ''}, 'vol': '0.00100000', 'vol_exec': '0.00000000', 'cost': '0.00000', 'fee': '0.00000', 'price': '0.00000', 'stopprice': '0.00000', 'limitprice': '0.00000', 'misc': '', 'oflags': 'fciq'}, 'OH4E4L-6NLAW-GKYPZ5': {'refid': None, 'userref': 0, 'status': 'open', 'opentm': 1605548959.0035, 'starttm': 0, 'expiretm': 0, 'descr': {'pair': 'XBTEUR', 'type': 'sell', 'ordertype': 'limit', 'price': '14375.0', 'price2': '0', 'leverage': 'none', 'order': 'sell 0.00100000 XBTEUR @ limit 14375.0', 'close': ''}, 'vol': '0.00100000', 'vol_exec': '0.00000000', 'cost': '0.00000', 'fee': '0.00000', 'price': '0.00000', 'stopprice': '0.00000', 'limitprice': '0.00000', 'misc': '', 'oflags': 'fciq'}, 'ODH7V6-2ZUVJ-EKX7EB': {'refid': None, 'userref': 0, 'status': 'open', 'opentm': 1605548922.068, 'starttm': 0, 'expiretm': 0, 'descr': {'pair': 'XBTEUR', 'type': 'sell', 'ordertype': 'limit', 'price': '14350.0', 'price2': '0', 'leverage': 'none', 'order': 'sell 0.00100000 XBTEUR @ limit 14350.0', 'close': ''}, 'vol': '0.00100000', 'vol_exec': '0.00000000', 'cost': '0.00000', 'fee': '0.00000', 'price': '0.00000', 'stopprice': '0.00000', 'limitprice': '0.00000', 'misc': '', 'oflags': 'fciq'}, 'OVTUAA-HGYRL-JX2GUH': {'refid': None, 'userref': 0, 'status': 'open', 'opentm': 1605548906.3953, 'starttm': 0, 'expiretm': 0, 'descr': {'pair': 'XBTEUR', 'type': 'sell', 'ordertype': 'limit', 'price': '14325.0', 'price2': '0', 'leverage': 'none', 'order': 'sell 0.00100000 XBTEUR @ limit 14325.0', 'close': ''}, 'vol': '0.00100000', 'vol_exec': '0.00000000', 'cost': '0.00000', 'fee': '0.00000', 'price': '0.00000', 'stopprice': '0.00000', 'limitprice': '0.00000', 'misc': '', 'oflags': 'fciq'}, 'O32BWW-7UB4U-N74YUK': {'refid': None, 'userref': 0, 'status': 'open', 'opentm': 1605548887.2891, 'starttm': 0, 'expiretm': 0, 'descr': {'pair': 'XBTEUR', 'type': 'sell', 'ordertype': 'limit', 'price': '14300.0', 'price2': '0', 'leverage': 'none', 'order': 'sell 0.00100000 XBTEUR @ limit 14300.0', 'close': ''}, 'vol': '0.00100000', 'vol_exec': '0.00000000', 'cost': '0.00000', 'fee': '0.00000', 'price': '0.00000', 'stopprice': '0.00000', 'limitprice': '0.00000', 'misc': '', 'oflags': 'fciq'}, 'OCKQOP-JAKQO-63O6QI': {'refid': None, 'userref': 0, 'status': 'open', 'opentm': 1605547701.2241, 'starttm': 0, 'expiretm': 0, 'descr': {'pair': 'XBTEUR', 'type': 'buy', 'ordertype': 'limit', 'price': '13925.0', 'price2': '0', 'leverage': 'none', 'order': 'buy 0.00102000 XBTEUR @ limit 13925.0', 'close': ''}, 'vol': '0.00102000', 'vol_exec': '0.00000000', 'cost': '0.00000', 'fee': '0.00000', 'price': '0.00000', 'stopprice': '0.00000', 'limitprice': '0.00000', 'misc': '', 'oflags': 'fciq'}, 'OA4LK5-G7TDS-JMAN4D': {'refid': None, 'userref': 0, 'status': 'open', 'opentm': 1605544664.1199, 'starttm': 0, 'expiretm': 0, 'descr': {'pair': 'XBTEUR', 'type': 'buy', 'ordertype': 'limit', 'price': '13900.0', 'price2': '0', 'leverage': 'none', 'order': 'buy 0.00100000 XBTEUR @ limit 13900.0', 'close': ''}, 'vol': '0.00100000', 'vol_exec': '0.00000000', 'cost': '0.00000', 'fee': '0.00000', 'price': '0.00000', 'stopprice': '0.00000', 'limitprice': '0.00000', 'misc': '', 'oflags': 'fciq'}, 'OS4MJ5-3CZIC-2NBYCQ': {'refid': None, 'userref': 0, 'status': 'open', 'opentm': 1605544646.2401, 'starttm': 0, 'expiretm': 0, 'descr': {'pair': 'XBTEUR', 'type': 'buy', 'ordertype': 'limit', 'price': '13875.0', 'price2': '0', 'leverage': 'none', 'order': 'buy 0.00200000 XBTEUR @ limit 13875.0', 'close': ''}, 'vol': '0.00200000', 'vol_exec': '0.00000000', 'cost': '0.00000', 'fee': '0.00000', 'price': '0.00000', 'stopprice': '0.00000', 'limitprice': '0.00000', 'misc': '', 'oflags': 'fciq'}, 'OG3IGS-H26YR-Q4JIJW': {'refid': None, 'userref': 0, 'status': 'open', 'opentm': 1605544494.1551, 'starttm': 0, 'expiretm': 0, 'descr': {'pair': 'XBTEUR', 'type': 'sell', 'ordertype': 'limit', 'price': '14275.0', 'price2': '0', 'leverage': 'none', 'order': 'sell 0.00100000 XBTEUR @ limit 14275.0', 'close': ''}, 'vol': '0.00100000', 'vol_exec': '0.00000000', 'cost': '0.00000', 'fee': '0.00000', 'price': '0.00000', 'stopprice': '0.00000', 'limitprice': '0.00000', 'misc': '', 'oflags': 'fciq'}, 'OUCDM5-5GO4N-V7L4LN': {'refid': None, 'userref': 0, 'status': 'open', 'opentm': 1605543699.4908, 'starttm': 0, 'expiretm': 0, 'descr': {'pair': 'XBTEUR', 'type': 'buy', 'ordertype': 'limit', 'price': '13850.0', 'price2': '0', 'leverage': 'none', 'order': 'buy 0.00102000 XBTEUR @ limit 13850.0', 'close': ''}, 'vol': '0.00102000', 'vol_exec': '0.00000000', 'cost': '0.00000', 'fee': '0.00000', 'price': '0.00000', 'stopprice': '0.00000', 'limitprice': '0.00000', 'misc': '', 'oflags': 'fciq'}, 'OPY3OV-OQGE2-76BFHJ': {'refid': None, 'userref': 0, 'status': 'open', 'opentm': 1605543686.7376, 'starttm': 0, 'expiretm': 0, 'descr': {'pair': 'XBTEUR', 'type': 'buy', 'ordertype': 'limit', 'price': '13825.0', 'price2': '0', 'leverage': 'none', 'order': 'buy 0.00102000 XBTEUR @ limit 13825.0', 'close': ''}, 'vol': '0.00102000', 'vol_exec': '0.00000000', 'cost': '0.00000', 'fee': '0.00000', 'price': '0.00000', 'stopprice': '0.00000', 'limitprice': '0.00000', 'misc': '', 'oflags': 'fciq'}}}}
here’s the json info as df
O2BL5K-CGDVD-ROA3ID {'refid': None, 'userref': 0, 'status': 'open', 'opentm': 1605548975.3411, 'starttm': 0, 'expiretm': 0, 'descr': {'pair': 'XBTEUR', 'type': 'sell', 'ordertype': 'limit', 'price': '14400.0', 'price2': '0', 'leverage': 'none', 'order': 'sell 0.00100000 XBTEUR @ limit 14400.0', 'close': ''}, 'vol': '0.00100000', 'vol_exec': '0.00000000', 'cost': '0.00000', 'fee': '0.00000', 'price': '0.00000', 'stopprice': '0.00000', 'limitprice': '0.00000', 'misc': '', 'oflags': 'fciq'}
O2E3V6-FVR32-MSEK5M {'refid': None, 'userref': 0, 'status': 'open', 'opentm': 1605560758.7409, 'starttm': 0, 'expiretm': 0, 'descr': {'pair': 'XBTEUR', 'type': 'buy', 'ordertype': 'limit', 'price': '13675.0', 'price2': '0', 'leverage': 'none', 'order': 'buy 0.00100000 XBTEUR @ limit 13675.0', 'close': ''}, 'vol': '0.00100000', 'vol_exec': '0.00000000', 'cost': '0.00000', 'fee': '0.00000', 'price': '0.00000', 'stopprice': '0.00000', 'limitprice': '0.00000', 'misc': '', 'oflags': 'fciq'}
O32BWW-7UB4U-N74YUK {'refid': None, 'userref': 0, 'status': 'open', 'opentm': 1605548887.2891, 'starttm': 0, 'expiretm': 0, 'descr': {'pair': 'XBTEUR', 'type': 'sell', 'ordertype': 'limit', 'price': '14300.0', 'price2': '0', 'leverage': 'none', 'order': 'sell 0.00100000 XBTEUR @ limit 14300.0', 'close': ''}, 'vol': '0.00100000', 'vol_exec': '0.00000000', 'cost': '0.00000', 'fee': '0.00000', 'price': '0.00000', 'stopprice': '0.00000', 'limitprice': '0.00000', 'misc': '', 'oflags': 'fciq'}
Here’s the code that i used so far.
data = json.loads(subprocess.check_output('python -m krakenapi OpenOrders'))
df = pd.DataFrame(data['result'])
df2 = pd.json_normalize(df['open'])
but now I lost the order id’s
I tried multiple things to normalize immediately for instance but I’ll end up with weird looking dfs
I really need to "just" end up with a dataframe that has all the columns in [‘result’], [‘open’]
while keeping the original index of the originally created df. The index that contains al my order id’s.
I doesn’t need to be the index anymore then. I could be stored in a column, but I do need to know that the right id is fixed to the right order.
as is obvious I guess.
Edit: I also tried things like
df = pd.DataFrame(data['result'], index = id_set [:, 2:5])
df2 = pd.json_normalize(df['open'], index = )
but all to no success as it is an unexpected argument or string object has no values
Answers:
import pandas as pd
# get fields of interest
open_results = data["result"]["open"]
# store nested dictionary as (key1,(k11,k12,13,..k1n))
df = pd.DataFrame.from_dict(open_results, orient='index')
# flatten index to have a flatten dataset (key1,k11,k12,13,..k1n)
df = df.reset_index().rename(columns={"index": "id"})
# Note: the field "descr" is a nested dictionary, you might want to flatten that one too.
# However this is currently out of the scope of the question.
Output:
+----+---------------------+---------+-----------+----------+-------------+-----------+------------+---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+---------+------------+--------+-------+---------+-------------+--------------+--------+----------+
| | id | refid | userref | status | opentm | starttm | expiretm | descr | vol | vol_exec | cost | fee | price | stopprice | limitprice | misc | oflags |
|----+---------------------+---------+-----------+----------+-------------+-----------+------------+---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+---------+------------+--------+-------+---------+-------------+--------------+--------+----------|
| 0 | OOACET-BMAFM-HNCONR | | 0 | open | 1.60559e+09 | 0 | 0 | {'pair': 'XBTEUR', 'type': 'sell', 'ordertype': 'limit', 'price': '14650.0', 'price2': '0', 'leverage': 'none', 'order': 'sell 0.00100000 XBTEUR @ limit 14650.0', 'close': ''} | 0.001 | 0 | 0 | 0 | 0 | 0 | 0 | | fciq |
| 1 | OXJ3XN-56LKL-AJ47T4 | | 0 | open | 1.60556e+09 | 0 | 0 | {'pair': 'XBTEUR', 'type': 'buy', 'ordertype': 'limit', 'price': '13625.0', 'price2': '0', 'leverage': 'none', 'order': 'buy 0.00100000 XBTEUR @ limit 13625.0', 'close': ''} | 0.001 | 0 | 0 | 0 | 0 | 0 | 0 | | fciq |
| 2 | OWS5QG-43O6P-GJ6D3I | | 0 | open | 1.60556e+09 | 0 | 0 | {'pair': 'XBTEUR', 'type': 'buy', 'ordertype': 'limit', 'price': '13650.0', 'price2': '0', 'leverage': 'none', 'order': 'buy 0.00100000 XBTEUR @ limit 13650.0', 'close': ''} | 0.001 | 0 | 0 | 0 | 0 | 0 | 0 | | fciq |
| 3 | O2E3V6-FVR32-MSEK5M | | 0 | open | 1.60556e+09 | 0 | 0 | {'pair': 'XBTEUR', 'type': 'buy', 'ordertype': 'limit', 'price': '13675.0', 'price2': '0', 'leverage': 'none', 'order': 'buy 0.00100000 XBTEUR @ limit 13675.0', 'close': ''} | 0.001 | 0 | 0 | 0 | 0 | 0 | 0 | | fciq |
| 4 | OPBWN7-76LCH-PUFKBP | | 0 | open | 1.60556e+09 | 0 | 0 | {'pair': 'XBTEUR', 'type': 'buy', 'ordertype': 'limit', 'price': '13700.0', 'price2': '0', 'leverage': 'none', 'order': 'buy 0.00100000 XBTEUR @ limit 13700.0', 'close': ''} | 0.001 | 0 | 0 | 0 | 0 | 0 | 0 | | fciq |
| 5 | OLMJHD-U2A2V-LUDNMQ | | 0 | open | 1.60556e+09 | 0 | 0 | {'pair': 'XBTEUR', 'type': 'buy', 'ordertype': 'limit', 'price': '13725.0', 'price2': '0', 'leverage': 'none', 'order': 'buy 0.00100000 XBTEUR @ limit 13725.0', 'close': ''} | 0.001 | 0 | 0 | 0 | 0 | 0 | 0 | | fciq |
| 6 | OK4BTF-RUBIU-SYBI3H | | 0 | open | 1.60556e+09 | 0 | 0 | {'pair': 'XBTEUR', 'type': 'buy', 'ordertype': 'limit', 'price': '13750.0', 'price2': '0', 'leverage': 'none', 'order': 'buy 0.00100000 XBTEUR @ limit 13750.0', 'close': ''} | 0.001 | 0 | 0 | 0 | 0 | 0 | 0 | | fciq |
| 7 | OWPO6O-2ITKQ-7PYNRD | | 0 | open | 1.60556e+09 | 0 | 0 | {'pair': 'XBTEUR', 'type': 'buy', 'ordertype': 'limit', 'price': '13775.0', 'price2': '0', 'leverage': 'none', 'order': 'buy 0.00100000 XBTEUR @ limit 13775.0', 'close': ''} | 0.001 | 0 | 0 | 0 | 0 | 0 | 0 | | fciq |
| 8 | OI4N5X-4XJNM-65ZVKK | | 0 | open | 1.60556e+09 | 0 | 0 | {'pair': 'XBTEUR', 'type': 'buy', 'ordertype': 'limit', 'price': '13800.0', 'price2': '0', 'leverage': 'none', 'order': 'buy 0.00100000 XBTEUR @ limit 13800.0', 'close': ''} | 0.001 | 0 | 0 | 0 | 0 | 0 | 0 | | fciq |
| 9 | OQJNLK-IJ5EC-KAJFZM | | 0 | open | 1.60556e+09 | 0 | 0 | {'pair': 'XBTEUR', 'type': 'sell', 'ordertype': 'limit', 'price': '14625.0', 'price2': '0', 'leverage': 'none', 'order': 'sell 0.00100000 XBTEUR @ limit 14625.0', 'close': ''} | 0.001 | 0 | 0 | 0 | 0 | 0 | 0 | | fciq |
| 10 | OX4PEP-CQJF3-D5S4T4 | | 0 | open | 1.60556e+09 | 0 | 0 | {'pair': 'XBTEUR', 'type': 'sell', 'ordertype': 'limit', 'price': '14600.0', 'price2': '0', 'leverage': 'none', 'order': 'sell 0.00100000 XBTEUR @ limit 14600.0', 'close': ''} | 0.001 | 0 | 0 | 0 | 0 | 0 | 0 | | fciq |
| 11 | OTPY3E-P6ZNO-AKMFGS | | 0 | open | 1.60556e+09 | 0 | 0 | {'pair': 'XBTEUR', 'type': 'sell', 'ordertype': 'limit', 'price': '14575.0', 'price2': '0', 'leverage': 'none', 'order': 'sell 0.00100000 XBTEUR @ limit 14575.0', 'close': ''} | 0.001 | 0 | 0 | 0 | 0 | 0 | 0 | | fciq |
| 12 | ODPOEU-WSSWG-JOAXFX | | 0 | open | 1.60556e+09 | 0 | 0 | {'pair': 'XBTEUR', 'type': 'sell', 'ordertype': 'limit', 'price': '14550.0', 'price2': '0', 'leverage': 'none', 'order': 'sell 0.00100000 XBTEUR @ limit 14550.0', 'close': ''} | 0.001 | 0 | 0 | 0 | 0 | 0 | 0 | | fciq |
| 13 | OERE3J-DZZDJ-IWYECU | | 0 | open | 1.60555e+09 | 0 | 0 | {'pair': 'XBTEUR', 'type': 'sell', 'ordertype': 'limit', 'price': '14525.0', 'price2': '0', 'leverage': 'none', 'order': 'sell 0.00100000 XBTEUR @ limit 14525.0', 'close': ''} | 0.001 | 0 | 0 | 0 | 0 | 0 | 0 | | fciq |
| 14 | OVWFP7-6KLAD-FGQO6C | | 0 | open | 1.60555e+09 | 0 | 0 | {'pair': 'XBTEUR', 'type': 'sell', 'ordertype': 'limit', 'price': '14500.0', 'price2': '0', 'leverage': 'none', 'order': 'sell 0.00100000 XBTEUR @ limit 14500.0', 'close': ''} | 0.001 | 0 | 0 | 0 | 0 | 0 | 0 | | fciq |
| 15 | OZB6V4-5SVQJ-Y6ADNE | | 0 | open | 1.60555e+09 | 0 | 0 | {'pair': 'XBTEUR', 'type': 'buy', 'ordertype': 'limit', 'price': '13950.0', 'price2': '0', 'leverage': 'none', 'order': 'buy 0.00102000 XBTEUR @ limit 13950.0', 'close': ''} | 0.00102 | 0 | 0 | 0 | 0 | 0 | 0 | | fciq |
| 16 | O3FCJ5-VZQHF-MDAFQ2 | | 0 | open | 1.60555e+09 | 0 | 0 | {'pair': 'XBTEUR', 'type': 'sell', 'ordertype': 'limit', 'price': '14475.0', 'price2': '0', 'leverage': 'none', 'order': 'sell 0.00100000 XBTEUR @ limit 14475.0', 'close': ''} | 0.001 | 0 | 0 | 0 | 0 | 0 | 0 | | fciq |
| 17 | OC6GIB-QVZOY-O4BWHZ | | 0 | open | 1.60555e+09 | 0 | 0 | {'pair': 'XBTEUR', 'type': 'sell', 'ordertype': 'limit', 'price': '14450.0', 'price2': '0', 'leverage': 'none', 'order': 'sell 0.00100000 XBTEUR @ limit 14450.0', 'close': ''} | 0.001 | 0 | 0 | 0 | 0 | 0 | 0 | | fciq |
| 18 | OMR6HL-NYYKP-3XJ3AI | | 0 | open | 1.60555e+09 | 0 | 0 | {'pair': 'XBTEUR', 'type': 'sell', 'ordertype': 'limit', 'price': '14425.0', 'price2': '0', 'leverage': 'none', 'order': 'sell 0.00100000 XBTEUR @ limit 14425.0', 'close': ''} | 0.001 | 0 | 0 | 0 | 0 | 0 | 0 | | fciq |
| 19 | O2BL5K-CGDVD-ROA3ID | | 0 | open | 1.60555e+09 | 0 | 0 | {'pair': 'XBTEUR', 'type': 'sell', 'ordertype': 'limit', 'price': '14400.0', 'price2': '0', 'leverage': 'none', 'order': 'sell 0.00100000 XBTEUR @ limit 14400.0', 'close': ''} | 0.001 | 0 | 0 | 0 | 0 | 0 | 0 | | fciq |
| 20 | OH4E4L-6NLAW-GKYPZ5 | | 0 | open | 1.60555e+09 | 0 | 0 | {'pair': 'XBTEUR', 'type': 'sell', 'ordertype': 'limit', 'price': '14375.0', 'price2': '0', 'leverage': 'none', 'order': 'sell 0.00100000 XBTEUR @ limit 14375.0', 'close': ''} | 0.001 | 0 | 0 | 0 | 0 | 0 | 0 | | fciq |
| 21 | ODH7V6-2ZUVJ-EKX7EB | | 0 | open | 1.60555e+09 | 0 | 0 | {'pair': 'XBTEUR', 'type': 'sell', 'ordertype': 'limit', 'price': '14350.0', 'price2': '0', 'leverage': 'none', 'order': 'sell 0.00100000 XBTEUR @ limit 14350.0', 'close': ''} | 0.001 | 0 | 0 | 0 | 0 | 0 | 0 | | fciq |
| 22 | OVTUAA-HGYRL-JX2GUH | | 0 | open | 1.60555e+09 | 0 | 0 | {'pair': 'XBTEUR', 'type': 'sell', 'ordertype': 'limit', 'price': '14325.0', 'price2': '0', 'leverage': 'none', 'order': 'sell 0.00100000 XBTEUR @ limit 14325.0', 'close': ''} | 0.001 | 0 | 0 | 0 | 0 | 0 | 0 | | fciq |
| 23 | O32BWW-7UB4U-N74YUK | | 0 | open | 1.60555e+09 | 0 | 0 | {'pair': 'XBTEUR', 'type': 'sell', 'ordertype': 'limit', 'price': '14300.0', 'price2': '0', 'leverage': 'none', 'order': 'sell 0.00100000 XBTEUR @ limit 14300.0', 'close': ''} | 0.001 | 0 | 0 | 0 | 0 | 0 | 0 | | fciq |
| 24 | OCKQOP-JAKQO-63O6QI | | 0 | open | 1.60555e+09 | 0 | 0 | {'pair': 'XBTEUR', 'type': 'buy', 'ordertype': 'limit', 'price': '13925.0', 'price2': '0', 'leverage': 'none', 'order': 'buy 0.00102000 XBTEUR @ limit 13925.0', 'close': ''} | 0.00102 | 0 | 0 | 0 | 0 | 0 | 0 | | fciq |
| 25 | OA4LK5-G7TDS-JMAN4D | | 0 | open | 1.60554e+09 | 0 | 0 | {'pair': 'XBTEUR', 'type': 'buy', 'ordertype': 'limit', 'price': '13900.0', 'price2': '0', 'leverage': 'none', 'order': 'buy 0.00100000 XBTEUR @ limit 13900.0', 'close': ''} | 0.001 | 0 | 0 | 0 | 0 | 0 | 0 | | fciq |
| 26 | OS4MJ5-3CZIC-2NBYCQ | | 0 | open | 1.60554e+09 | 0 | 0 | {'pair': 'XBTEUR', 'type': 'buy', 'ordertype': 'limit', 'price': '13875.0', 'price2': '0', 'leverage': 'none', 'order': 'buy 0.00200000 XBTEUR @ limit 13875.0', 'close': ''} | 0.002 | 0 | 0 | 0 | 0 | 0 | 0 | | fciq |
| 27 | OG3IGS-H26YR-Q4JIJW | | 0 | open | 1.60554e+09 | 0 | 0 | {'pair': 'XBTEUR', 'type': 'sell', 'ordertype': 'limit', 'price': '14275.0', 'price2': '0', 'leverage': 'none', 'order': 'sell 0.00100000 XBTEUR @ limit 14275.0', 'close': ''} | 0.001 | 0 | 0 | 0 | 0 | 0 | 0 | | fciq |
| 28 | OUCDM5-5GO4N-V7L4LN | | 0 | open | 1.60554e+09 | 0 | 0 | {'pair': 'XBTEUR', 'type': 'buy', 'ordertype': 'limit', 'price': '13850.0', 'price2': '0', 'leverage': 'none', 'order': 'buy 0.00102000 XBTEUR @ limit 13850.0', 'close': ''} | 0.00102 | 0 | 0 | 0 | 0 | 0 | 0 | | fciq |
| 29 | OPY3OV-OQGE2-76BFHJ | | 0 | open | 1.60554e+09 | 0 | 0 | {'pair': 'XBTEUR', 'type': 'buy', 'ordertype': 'limit', 'price': '13825.0', 'price2': '0', 'leverage': 'none', 'order': 'buy 0.00102000 XBTEUR @ limit 13825.0', 'close': ''} | 0.00102 | 0 | 0 | 0 | 0 | 0 | 0 | | fciq |
+----+---------------------+---------+-----------+----------+-------------+-----------+------------+---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+---------+------------+--------+-------+---------+-------------+--------------+--------+----------+
EDIT: Flattening the "descr" field is not that big of an effort, here is the code:
import pandas as pd
# get fields of interest
open_results = json_dict["result"]["open"]
# flatten description fields
for main_key, main_val in open_results.items():
group = open_results[main_key]
for key, val in group["descr"].items():
group.update({key: val})
group.pop("descr", None)
# store nested dictionary as (key1,(k11,k12,13,..k1n))
df = pd.DataFrame.from_dict(open_results, orient='index')
# flatten index to have a flatten dataset (key1,k11,k12,13,..k1n)
df = df.reset_index().rename(columns={"index": "id"})
Output:
+----+---------------------+---------+-----------+----------+-------------+-----------+------------+---------+------------+--------+-------+---------+-------------+--------------+--------+----------+--------+--------+-------------+----------+------------+----------------------------------------+---------+
| | id | refid | userref | status | opentm | starttm | expiretm | vol | vol_exec | cost | fee | price | stopprice | limitprice | misc | oflags | pair | type | ordertype | price2 | leverage | order | close |
|----+---------------------+---------+-----------+----------+-------------+-----------+------------+---------+------------+--------+-------+---------+-------------+--------------+--------+----------+--------+--------+-------------+----------+------------+----------------------------------------+---------|
| 0 | OOACET-BMAFM-HNCONR | | 0 | open | 1.60559e+09 | 0 | 0 | 0.001 | 0 | 0 | 0 | 14650 | 0 | 0 | | fciq | XBTEUR | sell | limit | 0 | none | sell 0.00100000 XBTEUR @ limit 14650.0 | |
| 1 | OXJ3XN-56LKL-AJ47T4 | | 0 | open | 1.60556e+09 | 0 | 0 | 0.001 | 0 | 0 | 0 | 13625 | 0 | 0 | | fciq | XBTEUR | buy | limit | 0 | none | buy 0.00100000 XBTEUR @ limit 13625.0 | |
| 2 | OWS5QG-43O6P-GJ6D3I | | 0 | open | 1.60556e+09 | 0 | 0 | 0.001 | 0 | 0 | 0 | 13650 | 0 | 0 | | fciq | XBTEUR | buy | limit | 0 | none | buy 0.00100000 XBTEUR @ limit 13650.0 | |
| 3 | O2E3V6-FVR32-MSEK5M | | 0 | open | 1.60556e+09 | 0 | 0 | 0.001 | 0 | 0 | 0 | 13675 | 0 | 0 | | fciq | XBTEUR | buy | limit | 0 | none | buy 0.00100000 XBTEUR @ limit 13675.0 | |
| 4 | OPBWN7-76LCH-PUFKBP | | 0 | open | 1.60556e+09 | 0 | 0 | 0.001 | 0 | 0 | 0 | 13700 | 0 | 0 | | fciq | XBTEUR | buy | limit | 0 | none | buy 0.00100000 XBTEUR @ limit 13700.0 | |
| 5 | OLMJHD-U2A2V-LUDNMQ | | 0 | open | 1.60556e+09 | 0 | 0 | 0.001 | 0 | 0 | 0 | 13725 | 0 | 0 | | fciq | XBTEUR | buy | limit | 0 | none | buy 0.00100000 XBTEUR @ limit 13725.0 | |
| 6 | OK4BTF-RUBIU-SYBI3H | | 0 | open | 1.60556e+09 | 0 | 0 | 0.001 | 0 | 0 | 0 | 13750 | 0 | 0 | | fciq | XBTEUR | buy | limit | 0 | none | buy 0.00100000 XBTEUR @ limit 13750.0 | |
| 7 | OWPO6O-2ITKQ-7PYNRD | | 0 | open | 1.60556e+09 | 0 | 0 | 0.001 | 0 | 0 | 0 | 13775 | 0 | 0 | | fciq | XBTEUR | buy | limit | 0 | none | buy 0.00100000 XBTEUR @ limit 13775.0 | |
| 8 | OI4N5X-4XJNM-65ZVKK | | 0 | open | 1.60556e+09 | 0 | 0 | 0.001 | 0 | 0 | 0 | 13800 | 0 | 0 | | fciq | XBTEUR | buy | limit | 0 | none | buy 0.00100000 XBTEUR @ limit 13800.0 | |
| 9 | OQJNLK-IJ5EC-KAJFZM | | 0 | open | 1.60556e+09 | 0 | 0 | 0.001 | 0 | 0 | 0 | 14625 | 0 | 0 | | fciq | XBTEUR | sell | limit | 0 | none | sell 0.00100000 XBTEUR @ limit 14625.0 | |
| 10 | OX4PEP-CQJF3-D5S4T4 | | 0 | open | 1.60556e+09 | 0 | 0 | 0.001 | 0 | 0 | 0 | 14600 | 0 | 0 | | fciq | XBTEUR | sell | limit | 0 | none | sell 0.00100000 XBTEUR @ limit 14600.0 | |
| 11 | OTPY3E-P6ZNO-AKMFGS | | 0 | open | 1.60556e+09 | 0 | 0 | 0.001 | 0 | 0 | 0 | 14575 | 0 | 0 | | fciq | XBTEUR | sell | limit | 0 | none | sell 0.00100000 XBTEUR @ limit 14575.0 | |
| 12 | ODPOEU-WSSWG-JOAXFX | | 0 | open | 1.60556e+09 | 0 | 0 | 0.001 | 0 | 0 | 0 | 14550 | 0 | 0 | | fciq | XBTEUR | sell | limit | 0 | none | sell 0.00100000 XBTEUR @ limit 14550.0 | |
| 13 | OERE3J-DZZDJ-IWYECU | | 0 | open | 1.60555e+09 | 0 | 0 | 0.001 | 0 | 0 | 0 | 14525 | 0 | 0 | | fciq | XBTEUR | sell | limit | 0 | none | sell 0.00100000 XBTEUR @ limit 14525.0 | |
| 14 | OVWFP7-6KLAD-FGQO6C | | 0 | open | 1.60555e+09 | 0 | 0 | 0.001 | 0 | 0 | 0 | 14500 | 0 | 0 | | fciq | XBTEUR | sell | limit | 0 | none | sell 0.00100000 XBTEUR @ limit 14500.0 | |
| 15 | OZB6V4-5SVQJ-Y6ADNE | | 0 | open | 1.60555e+09 | 0 | 0 | 0.00102 | 0 | 0 | 0 | 13950 | 0 | 0 | | fciq | XBTEUR | buy | limit | 0 | none | buy 0.00102000 XBTEUR @ limit 13950.0 | |
| 16 | O3FCJ5-VZQHF-MDAFQ2 | | 0 | open | 1.60555e+09 | 0 | 0 | 0.001 | 0 | 0 | 0 | 14475 | 0 | 0 | | fciq | XBTEUR | sell | limit | 0 | none | sell 0.00100000 XBTEUR @ limit 14475.0 | |
| 17 | OC6GIB-QVZOY-O4BWHZ | | 0 | open | 1.60555e+09 | 0 | 0 | 0.001 | 0 | 0 | 0 | 14450 | 0 | 0 | | fciq | XBTEUR | sell | limit | 0 | none | sell 0.00100000 XBTEUR @ limit 14450.0 | |
| 18 | OMR6HL-NYYKP-3XJ3AI | | 0 | open | 1.60555e+09 | 0 | 0 | 0.001 | 0 | 0 | 0 | 14425 | 0 | 0 | | fciq | XBTEUR | sell | limit | 0 | none | sell 0.00100000 XBTEUR @ limit 14425.0 | |
| 19 | O2BL5K-CGDVD-ROA3ID | | 0 | open | 1.60555e+09 | 0 | 0 | 0.001 | 0 | 0 | 0 | 14400 | 0 | 0 | | fciq | XBTEUR | sell | limit | 0 | none | sell 0.00100000 XBTEUR @ limit 14400.0 | |
| 20 | OH4E4L-6NLAW-GKYPZ5 | | 0 | open | 1.60555e+09 | 0 | 0 | 0.001 | 0 | 0 | 0 | 14375 | 0 | 0 | | fciq | XBTEUR | sell | limit | 0 | none | sell 0.00100000 XBTEUR @ limit 14375.0 | |
| 21 | ODH7V6-2ZUVJ-EKX7EB | | 0 | open | 1.60555e+09 | 0 | 0 | 0.001 | 0 | 0 | 0 | 14350 | 0 | 0 | | fciq | XBTEUR | sell | limit | 0 | none | sell 0.00100000 XBTEUR @ limit 14350.0 | |
| 22 | OVTUAA-HGYRL-JX2GUH | | 0 | open | 1.60555e+09 | 0 | 0 | 0.001 | 0 | 0 | 0 | 14325 | 0 | 0 | | fciq | XBTEUR | sell | limit | 0 | none | sell 0.00100000 XBTEUR @ limit 14325.0 | |
| 23 | O32BWW-7UB4U-N74YUK | | 0 | open | 1.60555e+09 | 0 | 0 | 0.001 | 0 | 0 | 0 | 14300 | 0 | 0 | | fciq | XBTEUR | sell | limit | 0 | none | sell 0.00100000 XBTEUR @ limit 14300.0 | |
| 24 | OCKQOP-JAKQO-63O6QI | | 0 | open | 1.60555e+09 | 0 | 0 | 0.00102 | 0 | 0 | 0 | 13925 | 0 | 0 | | fciq | XBTEUR | buy | limit | 0 | none | buy 0.00102000 XBTEUR @ limit 13925.0 | |
| 25 | OA4LK5-G7TDS-JMAN4D | | 0 | open | 1.60554e+09 | 0 | 0 | 0.001 | 0 | 0 | 0 | 13900 | 0 | 0 | | fciq | XBTEUR | buy | limit | 0 | none | buy 0.00100000 XBTEUR @ limit 13900.0 | |
| 26 | OS4MJ5-3CZIC-2NBYCQ | | 0 | open | 1.60554e+09 | 0 | 0 | 0.002 | 0 | 0 | 0 | 13875 | 0 | 0 | | fciq | XBTEUR | buy | limit | 0 | none | buy 0.00200000 XBTEUR @ limit 13875.0 | |
| 27 | OG3IGS-H26YR-Q4JIJW | | 0 | open | 1.60554e+09 | 0 | 0 | 0.001 | 0 | 0 | 0 | 14275 | 0 | 0 | | fciq | XBTEUR | sell | limit | 0 | none | sell 0.00100000 XBTEUR @ limit 14275.0 | |
| 28 | OUCDM5-5GO4N-V7L4LN | | 0 | open | 1.60554e+09 | 0 | 0 | 0.00102 | 0 | 0 | 0 | 13850 | 0 | 0 | | fciq | XBTEUR | buy | limit | 0 | none | buy 0.00102000 XBTEUR @ limit 13850.0 | |
| 29 | OPY3OV-OQGE2-76BFHJ | | 0 | open | 1.60554e+09 | 0 | 0 | 0.00102 | 0 | 0 | 0 | 13825 | 0 | 0 | | fciq | XBTEUR | buy | limit | 0 | none | buy 0.00102000 XBTEUR @ limit 13825.0 | |
+----+---------------------+---------+-----------+----------+-------------+-----------+------------+---------+------------+--------+-------+---------+-------------+--------------+--------+----------+--------+--------+-------------+----------+------------+----------------------------------------+---------+
What I use is
df = pd.DataFrame(data['result'])
df2 = (
pd.json_normalize(df['open'])
.set_index(df.index)
)
However, like you, I am also looking for a simpler way to set the index..
I get a json object from json loads.
then I make a pd df
Now I need to normalize a lot of nested information that hide’s in the only column [‘open’]
but I want to keep the original index, the index has my order id’s
here’s the json
{'error': [], 'result': {'open': {'OOACET-BMAFM-HNCONR': {'refid': None, 'userref': 0, 'status': 'open', 'opentm': 1605592530.3912, 'starttm': 0, 'expiretm': 0, 'descr': {'pair': 'XBTEUR', 'type': 'sell', 'ordertype': 'limit', 'price': '14650.0', 'price2': '0', 'leverage': 'none', 'order': 'sell 0.00100000 XBTEUR @ limit 14650.0', 'close': ''}, 'vol': '0.00100000', 'vol_exec': '0.00000000', 'cost': '0.00000', 'fee': '0.00000', 'price': '0.00000', 'stopprice': '0.00000', 'limitprice': '0.00000', 'misc': '', 'oflags': 'fciq'}, 'OXJ3XN-56LKL-AJ47T4': {'refid': None, 'userref': 0, 'status': 'open', 'opentm': 1605560760.209, 'starttm': 0, 'expiretm': 0, 'descr': {'pair': 'XBTEUR', 'type': 'buy', 'ordertype': 'limit', 'price': '13625.0', 'price2': '0', 'leverage': 'none', 'order': 'buy 0.00100000 XBTEUR @ limit 13625.0', 'close': ''}, 'vol': '0.00100000', 'vol_exec': '0.00000000', 'cost': '0.00000', 'fee': '0.00000', 'price': '0.00000', 'stopprice': '0.00000', 'limitprice': '0.00000', 'misc': '', 'oflags': 'fciq'}, 'OWS5QG-43O6P-GJ6D3I': {'refid': None, 'userref': 0, 'status': 'open', 'opentm': 1605560759.2277, 'starttm': 0, 'expiretm': 0, 'descr': {'pair': 'XBTEUR', 'type': 'buy', 'ordertype': 'limit', 'price': '13650.0', 'price2': '0', 'leverage': 'none', 'order': 'buy 0.00100000 XBTEUR @ limit 13650.0', 'close': ''}, 'vol': '0.00100000', 'vol_exec': '0.00000000', 'cost': '0.00000', 'fee': '0.00000', 'price': '0.00000', 'stopprice': '0.00000', 'limitprice': '0.00000', 'misc': '', 'oflags': 'fciq'}, 'O2E3V6-FVR32-MSEK5M': {'refid': None, 'userref': 0, 'status': 'open', 'opentm': 1605560758.7409, 'starttm': 0, 'expiretm': 0, 'descr': {'pair': 'XBTEUR', 'type': 'buy', 'ordertype': 'limit', 'price': '13675.0', 'price2': '0', 'leverage': 'none', 'order': 'buy 0.00100000 XBTEUR @ limit 13675.0', 'close': ''}, 'vol': '0.00100000', 'vol_exec': '0.00000000', 'cost': '0.00000', 'fee': '0.00000', 'price': '0.00000', 'stopprice': '0.00000', 'limitprice': '0.00000', 'misc': '', 'oflags': 'fciq'}, 'OPBWN7-76LCH-PUFKBP': {'refid': None, 'userref': 0, 'status': 'open', 'opentm': 1605560758.2586, 'starttm': 0, 'expiretm': 0, 'descr': {'pair': 'XBTEUR', 'type': 'buy', 'ordertype': 'limit', 'price': '13700.0', 'price2': '0', 'leverage': 'none', 'order': 'buy 0.00100000 XBTEUR @ limit 13700.0', 'close': ''}, 'vol': '0.00100000', 'vol_exec': '0.00000000', 'cost': '0.00000', 'fee': '0.00000', 'price': '0.00000', 'stopprice': '0.00000', 'limitprice': '0.00000', 'misc': '', 'oflags': 'fciq'}, 'OLMJHD-U2A2V-LUDNMQ': {'refid': None, 'userref': 0, 'status': 'open', 'opentm': 1605560757.7803, 'starttm': 0, 'expiretm': 0, 'descr': {'pair': 'XBTEUR', 'type': 'buy', 'ordertype': 'limit', 'price': '13725.0', 'price2': '0', 'leverage': 'none', 'order': 'buy 0.00100000 XBTEUR @ limit 13725.0', 'close': ''}, 'vol': '0.00100000', 'vol_exec': '0.00000000', 'cost': '0.00000', 'fee': '0.00000', 'price': '0.00000', 'stopprice': '0.00000', 'limitprice': '0.00000', 'misc': '', 'oflags': 'fciq'}, 'OK4BTF-RUBIU-SYBI3H': {'refid': None, 'userref': 0, 'status': 'open', 'opentm': 1605560756.9636, 'starttm': 0, 'expiretm': 0, 'descr': {'pair': 'XBTEUR', 'type': 'buy', 'ordertype': 'limit', 'price': '13750.0', 'price2': '0', 'leverage': 'none', 'order': 'buy 0.00100000 XBTEUR @ limit 13750.0', 'close': ''}, 'vol': '0.00100000', 'vol_exec': '0.00000000', 'cost': '0.00000', 'fee': '0.00000', 'price': '0.00000', 'stopprice': '0.00000', 'limitprice': '0.00000', 'misc': '', 'oflags': 'fciq'}, 'OWPO6O-2ITKQ-7PYNRD': {'refid': None, 'userref': 0, 'status': 'open', 'opentm': 1605560755.88, 'starttm': 0, 'expiretm': 0, 'descr': {'pair': 'XBTEUR', 'type': 'buy', 'ordertype': 'limit', 'price': '13775.0', 'price2': '0', 'leverage': 'none', 'order': 'buy 0.00100000 XBTEUR @ limit 13775.0', 'close': ''}, 'vol': '0.00100000', 'vol_exec': '0.00000000', 'cost': '0.00000', 'fee': '0.00000', 'price': '0.00000', 'stopprice': '0.00000', 'limitprice': '0.00000', 'misc': '', 'oflags': 'fciq'}, 'OI4N5X-4XJNM-65ZVKK': {'refid': None, 'userref': 0, 'status': 'open', 'opentm': 1605560755.409, 'starttm': 0, 'expiretm': 0, 'descr': {'pair': 'XBTEUR', 'type': 'buy', 'ordertype': 'limit', 'price': '13800.0', 'price2': '0', 'leverage': 'none', 'order': 'buy 0.00100000 XBTEUR @ limit 13800.0', 'close': ''}, 'vol': '0.00100000', 'vol_exec': '0.00000000', 'cost': '0.00000', 'fee': '0.00000', 'price': '0.00000', 'stopprice': '0.00000', 'limitprice': '0.00000', 'misc': '', 'oflags': 'fciq'}, 'OQJNLK-IJ5EC-KAJFZM': {'refid': None, 'userref': 0, 'status': 'open', 'opentm': 1605559538.5429, 'starttm': 0, 'expiretm': 0, 'descr': {'pair': 'XBTEUR', 'type': 'sell', 'ordertype': 'limit', 'price': '14625.0', 'price2': '0', 'leverage': 'none', 'order': 'sell 0.00100000 XBTEUR @ limit 14625.0', 'close': ''}, 'vol': '0.00100000', 'vol_exec': '0.00000000', 'cost': '0.00000', 'fee': '0.00000', 'price': '0.00000', 'stopprice': '0.00000', 'limitprice': '0.00000', 'misc': '', 'oflags': 'fciq'}, 'OX4PEP-CQJF3-D5S4T4': {'refid': None, 'userref': 0, 'status': 'open', 'opentm': 1605559538.0649, 'starttm': 0, 'expiretm': 0, 'descr': {'pair': 'XBTEUR', 'type': 'sell', 'ordertype': 'limit', 'price': '14600.0', 'price2': '0', 'leverage': 'none', 'order': 'sell 0.00100000 XBTEUR @ limit 14600.0', 'close': ''}, 'vol': '0.00100000', 'vol_exec': '0.00000000', 'cost': '0.00000', 'fee': '0.00000', 'price': '0.00000', 'stopprice': '0.00000', 'limitprice': '0.00000', 'misc': '', 'oflags': 'fciq'}, 'OTPY3E-P6ZNO-AKMFGS': {'refid': None, 'userref': 0, 'status': 'open', 'opentm': 1605559537.5156, 'starttm': 0, 'expiretm': 0, 'descr': {'pair': 'XBTEUR', 'type': 'sell', 'ordertype': 'limit', 'price': '14575.0', 'price2': '0', 'leverage': 'none', 'order': 'sell 0.00100000 XBTEUR @ limit 14575.0', 'close': ''}, 'vol': '0.00100000', 'vol_exec': '0.00000000', 'cost': '0.00000', 'fee': '0.00000', 'price': '0.00000', 'stopprice': '0.00000', 'limitprice': '0.00000', 'misc': '', 'oflags': 'fciq'}, 'ODPOEU-WSSWG-JOAXFX': {'refid': None, 'userref': 0, 'status': 'open', 'opentm': 1605559536.9612, 'starttm': 0, 'expiretm': 0, 'descr': {'pair': 'XBTEUR', 'type': 'sell', 'ordertype': 'limit', 'price': '14550.0', 'price2': '0', 'leverage': 'none', 'order': 'sell 0.00100000 XBTEUR @ limit 14550.0', 'close': ''}, 'vol': '0.00100000', 'vol_exec': '0.00000000', 'cost': '0.00000', 'fee': '0.00000', 'price': '0.00000', 'stopprice': '0.00000', 'limitprice': '0.00000', 'misc': '', 'oflags': 'fciq'}, 'OERE3J-DZZDJ-IWYECU': {'refid': None, 'userref': 0, 'status': 'open', 'opentm': 1605554852.1838, 'starttm': 0, 'expiretm': 0, 'descr': {'pair': 'XBTEUR', 'type': 'sell', 'ordertype': 'limit', 'price': '14525.0', 'price2': '0', 'leverage': 'none', 'order': 'sell 0.00100000 XBTEUR @ limit 14525.0', 'close': ''}, 'vol': '0.00100000', 'vol_exec': '0.00000000', 'cost': '0.00000', 'fee': '0.00000', 'price': '0.00000', 'stopprice': '0.00000', 'limitprice': '0.00000', 'misc': '', 'oflags': 'fciq'}, 'OVWFP7-6KLAD-FGQO6C': {'refid': None, 'userref': 0, 'status': 'open', 'opentm': 1605554707.2403, 'starttm': 0, 'expiretm': 0, 'descr': {'pair': 'XBTEUR', 'type': 'sell', 'ordertype': 'limit', 'price': '14500.0', 'price2': '0', 'leverage': 'none', 'order': 'sell 0.00100000 XBTEUR @ limit 14500.0', 'close': ''}, 'vol': '0.00100000', 'vol_exec': '0.00000000', 'cost': '0.00000', 'fee': '0.00000', 'price': '0.00000', 'stopprice': '0.00000', 'limitprice': '0.00000', 'misc': '', 'oflags': 'fciq'}, 'OZB6V4-5SVQJ-Y6ADNE': {'refid': None, 'userref': 0, 'status': 'open', 'opentm': 1605554448.1384, 'starttm': 0, 'expiretm': 0, 'descr': {'pair': 'XBTEUR', 'type': 'buy', 'ordertype': 'limit', 'price': '13950.0', 'price2': '0', 'leverage': 'none', 'order': 'buy 0.00102000 XBTEUR @ limit 13950.0', 'close': ''}, 'vol': '0.00102000', 'vol_exec': '0.00000000', 'cost': '0.00000', 'fee': '0.00000', 'price': '0.00000', 'stopprice': '0.00000', 'limitprice': '0.00000', 'misc': '', 'oflags': 'fciq'}, 'O3FCJ5-VZQHF-MDAFQ2': {'refid': None, 'userref': 0, 'status': 'open', 'opentm': 1605549359.8677, 'starttm': 0, 'expiretm': 0, 'descr': {'pair': 'XBTEUR', 'type': 'sell', 'ordertype': 'limit', 'price': '14475.0', 'price2': '0', 'leverage': 'none', 'order': 'sell 0.00100000 XBTEUR @ limit 14475.0', 'close': ''}, 'vol': '0.00100000', 'vol_exec': '0.00000000', 'cost': '0.00000', 'fee': '0.00000', 'price': '0.00000', 'stopprice': '0.00000', 'limitprice': '0.00000', 'misc': '', 'oflags': 'fciq'}, 'OC6GIB-QVZOY-O4BWHZ': {'refid': None, 'userref': 0, 'status': 'open', 'opentm': 1605549347.6533, 'starttm': 0, 'expiretm': 0, 'descr': {'pair': 'XBTEUR', 'type': 'sell', 'ordertype': 'limit', 'price': '14450.0', 'price2': '0', 'leverage': 'none', 'order': 'sell 0.00100000 XBTEUR @ limit 14450.0', 'close': ''}, 'vol': '0.00100000', 'vol_exec': '0.00000000', 'cost': '0.00000', 'fee': '0.00000', 'price': '0.00000', 'stopprice': '0.00000', 'limitprice': '0.00000', 'misc': '', 'oflags': 'fciq'}, 'OMR6HL-NYYKP-3XJ3AI': {'refid': None, 'userref': 0, 'status': 'open', 'opentm': 1605549336.5905, 'starttm': 0, 'expiretm': 0, 'descr': {'pair': 'XBTEUR', 'type': 'sell', 'ordertype': 'limit', 'price': '14425.0', 'price2': '0', 'leverage': 'none', 'order': 'sell 0.00100000 XBTEUR @ limit 14425.0', 'close': ''}, 'vol': '0.00100000', 'vol_exec': '0.00000000', 'cost': '0.00000', 'fee': '0.00000', 'price': '0.00000', 'stopprice': '0.00000', 'limitprice': '0.00000', 'misc': '', 'oflags': 'fciq'}, 'O2BL5K-CGDVD-ROA3ID': {'refid': None, 'userref': 0, 'status': 'open', 'opentm': 1605548975.3411, 'starttm': 0, 'expiretm': 0, 'descr': {'pair': 'XBTEUR', 'type': 'sell', 'ordertype': 'limit', 'price': '14400.0', 'price2': '0', 'leverage': 'none', 'order': 'sell 0.00100000 XBTEUR @ limit 14400.0', 'close': ''}, 'vol': '0.00100000', 'vol_exec': '0.00000000', 'cost': '0.00000', 'fee': '0.00000', 'price': '0.00000', 'stopprice': '0.00000', 'limitprice': '0.00000', 'misc': '', 'oflags': 'fciq'}, 'OH4E4L-6NLAW-GKYPZ5': {'refid': None, 'userref': 0, 'status': 'open', 'opentm': 1605548959.0035, 'starttm': 0, 'expiretm': 0, 'descr': {'pair': 'XBTEUR', 'type': 'sell', 'ordertype': 'limit', 'price': '14375.0', 'price2': '0', 'leverage': 'none', 'order': 'sell 0.00100000 XBTEUR @ limit 14375.0', 'close': ''}, 'vol': '0.00100000', 'vol_exec': '0.00000000', 'cost': '0.00000', 'fee': '0.00000', 'price': '0.00000', 'stopprice': '0.00000', 'limitprice': '0.00000', 'misc': '', 'oflags': 'fciq'}, 'ODH7V6-2ZUVJ-EKX7EB': {'refid': None, 'userref': 0, 'status': 'open', 'opentm': 1605548922.068, 'starttm': 0, 'expiretm': 0, 'descr': {'pair': 'XBTEUR', 'type': 'sell', 'ordertype': 'limit', 'price': '14350.0', 'price2': '0', 'leverage': 'none', 'order': 'sell 0.00100000 XBTEUR @ limit 14350.0', 'close': ''}, 'vol': '0.00100000', 'vol_exec': '0.00000000', 'cost': '0.00000', 'fee': '0.00000', 'price': '0.00000', 'stopprice': '0.00000', 'limitprice': '0.00000', 'misc': '', 'oflags': 'fciq'}, 'OVTUAA-HGYRL-JX2GUH': {'refid': None, 'userref': 0, 'status': 'open', 'opentm': 1605548906.3953, 'starttm': 0, 'expiretm': 0, 'descr': {'pair': 'XBTEUR', 'type': 'sell', 'ordertype': 'limit', 'price': '14325.0', 'price2': '0', 'leverage': 'none', 'order': 'sell 0.00100000 XBTEUR @ limit 14325.0', 'close': ''}, 'vol': '0.00100000', 'vol_exec': '0.00000000', 'cost': '0.00000', 'fee': '0.00000', 'price': '0.00000', 'stopprice': '0.00000', 'limitprice': '0.00000', 'misc': '', 'oflags': 'fciq'}, 'O32BWW-7UB4U-N74YUK': {'refid': None, 'userref': 0, 'status': 'open', 'opentm': 1605548887.2891, 'starttm': 0, 'expiretm': 0, 'descr': {'pair': 'XBTEUR', 'type': 'sell', 'ordertype': 'limit', 'price': '14300.0', 'price2': '0', 'leverage': 'none', 'order': 'sell 0.00100000 XBTEUR @ limit 14300.0', 'close': ''}, 'vol': '0.00100000', 'vol_exec': '0.00000000', 'cost': '0.00000', 'fee': '0.00000', 'price': '0.00000', 'stopprice': '0.00000', 'limitprice': '0.00000', 'misc': '', 'oflags': 'fciq'}, 'OCKQOP-JAKQO-63O6QI': {'refid': None, 'userref': 0, 'status': 'open', 'opentm': 1605547701.2241, 'starttm': 0, 'expiretm': 0, 'descr': {'pair': 'XBTEUR', 'type': 'buy', 'ordertype': 'limit', 'price': '13925.0', 'price2': '0', 'leverage': 'none', 'order': 'buy 0.00102000 XBTEUR @ limit 13925.0', 'close': ''}, 'vol': '0.00102000', 'vol_exec': '0.00000000', 'cost': '0.00000', 'fee': '0.00000', 'price': '0.00000', 'stopprice': '0.00000', 'limitprice': '0.00000', 'misc': '', 'oflags': 'fciq'}, 'OA4LK5-G7TDS-JMAN4D': {'refid': None, 'userref': 0, 'status': 'open', 'opentm': 1605544664.1199, 'starttm': 0, 'expiretm': 0, 'descr': {'pair': 'XBTEUR', 'type': 'buy', 'ordertype': 'limit', 'price': '13900.0', 'price2': '0', 'leverage': 'none', 'order': 'buy 0.00100000 XBTEUR @ limit 13900.0', 'close': ''}, 'vol': '0.00100000', 'vol_exec': '0.00000000', 'cost': '0.00000', 'fee': '0.00000', 'price': '0.00000', 'stopprice': '0.00000', 'limitprice': '0.00000', 'misc': '', 'oflags': 'fciq'}, 'OS4MJ5-3CZIC-2NBYCQ': {'refid': None, 'userref': 0, 'status': 'open', 'opentm': 1605544646.2401, 'starttm': 0, 'expiretm': 0, 'descr': {'pair': 'XBTEUR', 'type': 'buy', 'ordertype': 'limit', 'price': '13875.0', 'price2': '0', 'leverage': 'none', 'order': 'buy 0.00200000 XBTEUR @ limit 13875.0', 'close': ''}, 'vol': '0.00200000', 'vol_exec': '0.00000000', 'cost': '0.00000', 'fee': '0.00000', 'price': '0.00000', 'stopprice': '0.00000', 'limitprice': '0.00000', 'misc': '', 'oflags': 'fciq'}, 'OG3IGS-H26YR-Q4JIJW': {'refid': None, 'userref': 0, 'status': 'open', 'opentm': 1605544494.1551, 'starttm': 0, 'expiretm': 0, 'descr': {'pair': 'XBTEUR', 'type': 'sell', 'ordertype': 'limit', 'price': '14275.0', 'price2': '0', 'leverage': 'none', 'order': 'sell 0.00100000 XBTEUR @ limit 14275.0', 'close': ''}, 'vol': '0.00100000', 'vol_exec': '0.00000000', 'cost': '0.00000', 'fee': '0.00000', 'price': '0.00000', 'stopprice': '0.00000', 'limitprice': '0.00000', 'misc': '', 'oflags': 'fciq'}, 'OUCDM5-5GO4N-V7L4LN': {'refid': None, 'userref': 0, 'status': 'open', 'opentm': 1605543699.4908, 'starttm': 0, 'expiretm': 0, 'descr': {'pair': 'XBTEUR', 'type': 'buy', 'ordertype': 'limit', 'price': '13850.0', 'price2': '0', 'leverage': 'none', 'order': 'buy 0.00102000 XBTEUR @ limit 13850.0', 'close': ''}, 'vol': '0.00102000', 'vol_exec': '0.00000000', 'cost': '0.00000', 'fee': '0.00000', 'price': '0.00000', 'stopprice': '0.00000', 'limitprice': '0.00000', 'misc': '', 'oflags': 'fciq'}, 'OPY3OV-OQGE2-76BFHJ': {'refid': None, 'userref': 0, 'status': 'open', 'opentm': 1605543686.7376, 'starttm': 0, 'expiretm': 0, 'descr': {'pair': 'XBTEUR', 'type': 'buy', 'ordertype': 'limit', 'price': '13825.0', 'price2': '0', 'leverage': 'none', 'order': 'buy 0.00102000 XBTEUR @ limit 13825.0', 'close': ''}, 'vol': '0.00102000', 'vol_exec': '0.00000000', 'cost': '0.00000', 'fee': '0.00000', 'price': '0.00000', 'stopprice': '0.00000', 'limitprice': '0.00000', 'misc': '', 'oflags': 'fciq'}}}}
here’s the json info as df
O2BL5K-CGDVD-ROA3ID {'refid': None, 'userref': 0, 'status': 'open', 'opentm': 1605548975.3411, 'starttm': 0, 'expiretm': 0, 'descr': {'pair': 'XBTEUR', 'type': 'sell', 'ordertype': 'limit', 'price': '14400.0', 'price2': '0', 'leverage': 'none', 'order': 'sell 0.00100000 XBTEUR @ limit 14400.0', 'close': ''}, 'vol': '0.00100000', 'vol_exec': '0.00000000', 'cost': '0.00000', 'fee': '0.00000', 'price': '0.00000', 'stopprice': '0.00000', 'limitprice': '0.00000', 'misc': '', 'oflags': 'fciq'}
O2E3V6-FVR32-MSEK5M {'refid': None, 'userref': 0, 'status': 'open', 'opentm': 1605560758.7409, 'starttm': 0, 'expiretm': 0, 'descr': {'pair': 'XBTEUR', 'type': 'buy', 'ordertype': 'limit', 'price': '13675.0', 'price2': '0', 'leverage': 'none', 'order': 'buy 0.00100000 XBTEUR @ limit 13675.0', 'close': ''}, 'vol': '0.00100000', 'vol_exec': '0.00000000', 'cost': '0.00000', 'fee': '0.00000', 'price': '0.00000', 'stopprice': '0.00000', 'limitprice': '0.00000', 'misc': '', 'oflags': 'fciq'}
O32BWW-7UB4U-N74YUK {'refid': None, 'userref': 0, 'status': 'open', 'opentm': 1605548887.2891, 'starttm': 0, 'expiretm': 0, 'descr': {'pair': 'XBTEUR', 'type': 'sell', 'ordertype': 'limit', 'price': '14300.0', 'price2': '0', 'leverage': 'none', 'order': 'sell 0.00100000 XBTEUR @ limit 14300.0', 'close': ''}, 'vol': '0.00100000', 'vol_exec': '0.00000000', 'cost': '0.00000', 'fee': '0.00000', 'price': '0.00000', 'stopprice': '0.00000', 'limitprice': '0.00000', 'misc': '', 'oflags': 'fciq'}
Here’s the code that i used so far.
data = json.loads(subprocess.check_output('python -m krakenapi OpenOrders'))
df = pd.DataFrame(data['result'])
df2 = pd.json_normalize(df['open'])
but now I lost the order id’s
I tried multiple things to normalize immediately for instance but I’ll end up with weird looking dfs
I really need to "just" end up with a dataframe that has all the columns in [‘result’], [‘open’]
while keeping the original index of the originally created df. The index that contains al my order id’s.
I doesn’t need to be the index anymore then. I could be stored in a column, but I do need to know that the right id is fixed to the right order.
as is obvious I guess.
Edit: I also tried things like
df = pd.DataFrame(data['result'], index = id_set [:, 2:5])
df2 = pd.json_normalize(df['open'], index = )
but all to no success as it is an unexpected argument or string object has no values
import pandas as pd
# get fields of interest
open_results = data["result"]["open"]
# store nested dictionary as (key1,(k11,k12,13,..k1n))
df = pd.DataFrame.from_dict(open_results, orient='index')
# flatten index to have a flatten dataset (key1,k11,k12,13,..k1n)
df = df.reset_index().rename(columns={"index": "id"})
# Note: the field "descr" is a nested dictionary, you might want to flatten that one too.
# However this is currently out of the scope of the question.
Output:
+----+---------------------+---------+-----------+----------+-------------+-----------+------------+---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+---------+------------+--------+-------+---------+-------------+--------------+--------+----------+
| | id | refid | userref | status | opentm | starttm | expiretm | descr | vol | vol_exec | cost | fee | price | stopprice | limitprice | misc | oflags |
|----+---------------------+---------+-----------+----------+-------------+-----------+------------+---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+---------+------------+--------+-------+---------+-------------+--------------+--------+----------|
| 0 | OOACET-BMAFM-HNCONR | | 0 | open | 1.60559e+09 | 0 | 0 | {'pair': 'XBTEUR', 'type': 'sell', 'ordertype': 'limit', 'price': '14650.0', 'price2': '0', 'leverage': 'none', 'order': 'sell 0.00100000 XBTEUR @ limit 14650.0', 'close': ''} | 0.001 | 0 | 0 | 0 | 0 | 0 | 0 | | fciq |
| 1 | OXJ3XN-56LKL-AJ47T4 | | 0 | open | 1.60556e+09 | 0 | 0 | {'pair': 'XBTEUR', 'type': 'buy', 'ordertype': 'limit', 'price': '13625.0', 'price2': '0', 'leverage': 'none', 'order': 'buy 0.00100000 XBTEUR @ limit 13625.0', 'close': ''} | 0.001 | 0 | 0 | 0 | 0 | 0 | 0 | | fciq |
| 2 | OWS5QG-43O6P-GJ6D3I | | 0 | open | 1.60556e+09 | 0 | 0 | {'pair': 'XBTEUR', 'type': 'buy', 'ordertype': 'limit', 'price': '13650.0', 'price2': '0', 'leverage': 'none', 'order': 'buy 0.00100000 XBTEUR @ limit 13650.0', 'close': ''} | 0.001 | 0 | 0 | 0 | 0 | 0 | 0 | | fciq |
| 3 | O2E3V6-FVR32-MSEK5M | | 0 | open | 1.60556e+09 | 0 | 0 | {'pair': 'XBTEUR', 'type': 'buy', 'ordertype': 'limit', 'price': '13675.0', 'price2': '0', 'leverage': 'none', 'order': 'buy 0.00100000 XBTEUR @ limit 13675.0', 'close': ''} | 0.001 | 0 | 0 | 0 | 0 | 0 | 0 | | fciq |
| 4 | OPBWN7-76LCH-PUFKBP | | 0 | open | 1.60556e+09 | 0 | 0 | {'pair': 'XBTEUR', 'type': 'buy', 'ordertype': 'limit', 'price': '13700.0', 'price2': '0', 'leverage': 'none', 'order': 'buy 0.00100000 XBTEUR @ limit 13700.0', 'close': ''} | 0.001 | 0 | 0 | 0 | 0 | 0 | 0 | | fciq |
| 5 | OLMJHD-U2A2V-LUDNMQ | | 0 | open | 1.60556e+09 | 0 | 0 | {'pair': 'XBTEUR', 'type': 'buy', 'ordertype': 'limit', 'price': '13725.0', 'price2': '0', 'leverage': 'none', 'order': 'buy 0.00100000 XBTEUR @ limit 13725.0', 'close': ''} | 0.001 | 0 | 0 | 0 | 0 | 0 | 0 | | fciq |
| 6 | OK4BTF-RUBIU-SYBI3H | | 0 | open | 1.60556e+09 | 0 | 0 | {'pair': 'XBTEUR', 'type': 'buy', 'ordertype': 'limit', 'price': '13750.0', 'price2': '0', 'leverage': 'none', 'order': 'buy 0.00100000 XBTEUR @ limit 13750.0', 'close': ''} | 0.001 | 0 | 0 | 0 | 0 | 0 | 0 | | fciq |
| 7 | OWPO6O-2ITKQ-7PYNRD | | 0 | open | 1.60556e+09 | 0 | 0 | {'pair': 'XBTEUR', 'type': 'buy', 'ordertype': 'limit', 'price': '13775.0', 'price2': '0', 'leverage': 'none', 'order': 'buy 0.00100000 XBTEUR @ limit 13775.0', 'close': ''} | 0.001 | 0 | 0 | 0 | 0 | 0 | 0 | | fciq |
| 8 | OI4N5X-4XJNM-65ZVKK | | 0 | open | 1.60556e+09 | 0 | 0 | {'pair': 'XBTEUR', 'type': 'buy', 'ordertype': 'limit', 'price': '13800.0', 'price2': '0', 'leverage': 'none', 'order': 'buy 0.00100000 XBTEUR @ limit 13800.0', 'close': ''} | 0.001 | 0 | 0 | 0 | 0 | 0 | 0 | | fciq |
| 9 | OQJNLK-IJ5EC-KAJFZM | | 0 | open | 1.60556e+09 | 0 | 0 | {'pair': 'XBTEUR', 'type': 'sell', 'ordertype': 'limit', 'price': '14625.0', 'price2': '0', 'leverage': 'none', 'order': 'sell 0.00100000 XBTEUR @ limit 14625.0', 'close': ''} | 0.001 | 0 | 0 | 0 | 0 | 0 | 0 | | fciq |
| 10 | OX4PEP-CQJF3-D5S4T4 | | 0 | open | 1.60556e+09 | 0 | 0 | {'pair': 'XBTEUR', 'type': 'sell', 'ordertype': 'limit', 'price': '14600.0', 'price2': '0', 'leverage': 'none', 'order': 'sell 0.00100000 XBTEUR @ limit 14600.0', 'close': ''} | 0.001 | 0 | 0 | 0 | 0 | 0 | 0 | | fciq |
| 11 | OTPY3E-P6ZNO-AKMFGS | | 0 | open | 1.60556e+09 | 0 | 0 | {'pair': 'XBTEUR', 'type': 'sell', 'ordertype': 'limit', 'price': '14575.0', 'price2': '0', 'leverage': 'none', 'order': 'sell 0.00100000 XBTEUR @ limit 14575.0', 'close': ''} | 0.001 | 0 | 0 | 0 | 0 | 0 | 0 | | fciq |
| 12 | ODPOEU-WSSWG-JOAXFX | | 0 | open | 1.60556e+09 | 0 | 0 | {'pair': 'XBTEUR', 'type': 'sell', 'ordertype': 'limit', 'price': '14550.0', 'price2': '0', 'leverage': 'none', 'order': 'sell 0.00100000 XBTEUR @ limit 14550.0', 'close': ''} | 0.001 | 0 | 0 | 0 | 0 | 0 | 0 | | fciq |
| 13 | OERE3J-DZZDJ-IWYECU | | 0 | open | 1.60555e+09 | 0 | 0 | {'pair': 'XBTEUR', 'type': 'sell', 'ordertype': 'limit', 'price': '14525.0', 'price2': '0', 'leverage': 'none', 'order': 'sell 0.00100000 XBTEUR @ limit 14525.0', 'close': ''} | 0.001 | 0 | 0 | 0 | 0 | 0 | 0 | | fciq |
| 14 | OVWFP7-6KLAD-FGQO6C | | 0 | open | 1.60555e+09 | 0 | 0 | {'pair': 'XBTEUR', 'type': 'sell', 'ordertype': 'limit', 'price': '14500.0', 'price2': '0', 'leverage': 'none', 'order': 'sell 0.00100000 XBTEUR @ limit 14500.0', 'close': ''} | 0.001 | 0 | 0 | 0 | 0 | 0 | 0 | | fciq |
| 15 | OZB6V4-5SVQJ-Y6ADNE | | 0 | open | 1.60555e+09 | 0 | 0 | {'pair': 'XBTEUR', 'type': 'buy', 'ordertype': 'limit', 'price': '13950.0', 'price2': '0', 'leverage': 'none', 'order': 'buy 0.00102000 XBTEUR @ limit 13950.0', 'close': ''} | 0.00102 | 0 | 0 | 0 | 0 | 0 | 0 | | fciq |
| 16 | O3FCJ5-VZQHF-MDAFQ2 | | 0 | open | 1.60555e+09 | 0 | 0 | {'pair': 'XBTEUR', 'type': 'sell', 'ordertype': 'limit', 'price': '14475.0', 'price2': '0', 'leverage': 'none', 'order': 'sell 0.00100000 XBTEUR @ limit 14475.0', 'close': ''} | 0.001 | 0 | 0 | 0 | 0 | 0 | 0 | | fciq |
| 17 | OC6GIB-QVZOY-O4BWHZ | | 0 | open | 1.60555e+09 | 0 | 0 | {'pair': 'XBTEUR', 'type': 'sell', 'ordertype': 'limit', 'price': '14450.0', 'price2': '0', 'leverage': 'none', 'order': 'sell 0.00100000 XBTEUR @ limit 14450.0', 'close': ''} | 0.001 | 0 | 0 | 0 | 0 | 0 | 0 | | fciq |
| 18 | OMR6HL-NYYKP-3XJ3AI | | 0 | open | 1.60555e+09 | 0 | 0 | {'pair': 'XBTEUR', 'type': 'sell', 'ordertype': 'limit', 'price': '14425.0', 'price2': '0', 'leverage': 'none', 'order': 'sell 0.00100000 XBTEUR @ limit 14425.0', 'close': ''} | 0.001 | 0 | 0 | 0 | 0 | 0 | 0 | | fciq |
| 19 | O2BL5K-CGDVD-ROA3ID | | 0 | open | 1.60555e+09 | 0 | 0 | {'pair': 'XBTEUR', 'type': 'sell', 'ordertype': 'limit', 'price': '14400.0', 'price2': '0', 'leverage': 'none', 'order': 'sell 0.00100000 XBTEUR @ limit 14400.0', 'close': ''} | 0.001 | 0 | 0 | 0 | 0 | 0 | 0 | | fciq |
| 20 | OH4E4L-6NLAW-GKYPZ5 | | 0 | open | 1.60555e+09 | 0 | 0 | {'pair': 'XBTEUR', 'type': 'sell', 'ordertype': 'limit', 'price': '14375.0', 'price2': '0', 'leverage': 'none', 'order': 'sell 0.00100000 XBTEUR @ limit 14375.0', 'close': ''} | 0.001 | 0 | 0 | 0 | 0 | 0 | 0 | | fciq |
| 21 | ODH7V6-2ZUVJ-EKX7EB | | 0 | open | 1.60555e+09 | 0 | 0 | {'pair': 'XBTEUR', 'type': 'sell', 'ordertype': 'limit', 'price': '14350.0', 'price2': '0', 'leverage': 'none', 'order': 'sell 0.00100000 XBTEUR @ limit 14350.0', 'close': ''} | 0.001 | 0 | 0 | 0 | 0 | 0 | 0 | | fciq |
| 22 | OVTUAA-HGYRL-JX2GUH | | 0 | open | 1.60555e+09 | 0 | 0 | {'pair': 'XBTEUR', 'type': 'sell', 'ordertype': 'limit', 'price': '14325.0', 'price2': '0', 'leverage': 'none', 'order': 'sell 0.00100000 XBTEUR @ limit 14325.0', 'close': ''} | 0.001 | 0 | 0 | 0 | 0 | 0 | 0 | | fciq |
| 23 | O32BWW-7UB4U-N74YUK | | 0 | open | 1.60555e+09 | 0 | 0 | {'pair': 'XBTEUR', 'type': 'sell', 'ordertype': 'limit', 'price': '14300.0', 'price2': '0', 'leverage': 'none', 'order': 'sell 0.00100000 XBTEUR @ limit 14300.0', 'close': ''} | 0.001 | 0 | 0 | 0 | 0 | 0 | 0 | | fciq |
| 24 | OCKQOP-JAKQO-63O6QI | | 0 | open | 1.60555e+09 | 0 | 0 | {'pair': 'XBTEUR', 'type': 'buy', 'ordertype': 'limit', 'price': '13925.0', 'price2': '0', 'leverage': 'none', 'order': 'buy 0.00102000 XBTEUR @ limit 13925.0', 'close': ''} | 0.00102 | 0 | 0 | 0 | 0 | 0 | 0 | | fciq |
| 25 | OA4LK5-G7TDS-JMAN4D | | 0 | open | 1.60554e+09 | 0 | 0 | {'pair': 'XBTEUR', 'type': 'buy', 'ordertype': 'limit', 'price': '13900.0', 'price2': '0', 'leverage': 'none', 'order': 'buy 0.00100000 XBTEUR @ limit 13900.0', 'close': ''} | 0.001 | 0 | 0 | 0 | 0 | 0 | 0 | | fciq |
| 26 | OS4MJ5-3CZIC-2NBYCQ | | 0 | open | 1.60554e+09 | 0 | 0 | {'pair': 'XBTEUR', 'type': 'buy', 'ordertype': 'limit', 'price': '13875.0', 'price2': '0', 'leverage': 'none', 'order': 'buy 0.00200000 XBTEUR @ limit 13875.0', 'close': ''} | 0.002 | 0 | 0 | 0 | 0 | 0 | 0 | | fciq |
| 27 | OG3IGS-H26YR-Q4JIJW | | 0 | open | 1.60554e+09 | 0 | 0 | {'pair': 'XBTEUR', 'type': 'sell', 'ordertype': 'limit', 'price': '14275.0', 'price2': '0', 'leverage': 'none', 'order': 'sell 0.00100000 XBTEUR @ limit 14275.0', 'close': ''} | 0.001 | 0 | 0 | 0 | 0 | 0 | 0 | | fciq |
| 28 | OUCDM5-5GO4N-V7L4LN | | 0 | open | 1.60554e+09 | 0 | 0 | {'pair': 'XBTEUR', 'type': 'buy', 'ordertype': 'limit', 'price': '13850.0', 'price2': '0', 'leverage': 'none', 'order': 'buy 0.00102000 XBTEUR @ limit 13850.0', 'close': ''} | 0.00102 | 0 | 0 | 0 | 0 | 0 | 0 | | fciq |
| 29 | OPY3OV-OQGE2-76BFHJ | | 0 | open | 1.60554e+09 | 0 | 0 | {'pair': 'XBTEUR', 'type': 'buy', 'ordertype': 'limit', 'price': '13825.0', 'price2': '0', 'leverage': 'none', 'order': 'buy 0.00102000 XBTEUR @ limit 13825.0', 'close': ''} | 0.00102 | 0 | 0 | 0 | 0 | 0 | 0 | | fciq |
+----+---------------------+---------+-----------+----------+-------------+-----------+------------+---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+---------+------------+--------+-------+---------+-------------+--------------+--------+----------+
EDIT: Flattening the "descr" field is not that big of an effort, here is the code:
import pandas as pd
# get fields of interest
open_results = json_dict["result"]["open"]
# flatten description fields
for main_key, main_val in open_results.items():
group = open_results[main_key]
for key, val in group["descr"].items():
group.update({key: val})
group.pop("descr", None)
# store nested dictionary as (key1,(k11,k12,13,..k1n))
df = pd.DataFrame.from_dict(open_results, orient='index')
# flatten index to have a flatten dataset (key1,k11,k12,13,..k1n)
df = df.reset_index().rename(columns={"index": "id"})
Output:
+----+---------------------+---------+-----------+----------+-------------+-----------+------------+---------+------------+--------+-------+---------+-------------+--------------+--------+----------+--------+--------+-------------+----------+------------+----------------------------------------+---------+
| | id | refid | userref | status | opentm | starttm | expiretm | vol | vol_exec | cost | fee | price | stopprice | limitprice | misc | oflags | pair | type | ordertype | price2 | leverage | order | close |
|----+---------------------+---------+-----------+----------+-------------+-----------+------------+---------+------------+--------+-------+---------+-------------+--------------+--------+----------+--------+--------+-------------+----------+------------+----------------------------------------+---------|
| 0 | OOACET-BMAFM-HNCONR | | 0 | open | 1.60559e+09 | 0 | 0 | 0.001 | 0 | 0 | 0 | 14650 | 0 | 0 | | fciq | XBTEUR | sell | limit | 0 | none | sell 0.00100000 XBTEUR @ limit 14650.0 | |
| 1 | OXJ3XN-56LKL-AJ47T4 | | 0 | open | 1.60556e+09 | 0 | 0 | 0.001 | 0 | 0 | 0 | 13625 | 0 | 0 | | fciq | XBTEUR | buy | limit | 0 | none | buy 0.00100000 XBTEUR @ limit 13625.0 | |
| 2 | OWS5QG-43O6P-GJ6D3I | | 0 | open | 1.60556e+09 | 0 | 0 | 0.001 | 0 | 0 | 0 | 13650 | 0 | 0 | | fciq | XBTEUR | buy | limit | 0 | none | buy 0.00100000 XBTEUR @ limit 13650.0 | |
| 3 | O2E3V6-FVR32-MSEK5M | | 0 | open | 1.60556e+09 | 0 | 0 | 0.001 | 0 | 0 | 0 | 13675 | 0 | 0 | | fciq | XBTEUR | buy | limit | 0 | none | buy 0.00100000 XBTEUR @ limit 13675.0 | |
| 4 | OPBWN7-76LCH-PUFKBP | | 0 | open | 1.60556e+09 | 0 | 0 | 0.001 | 0 | 0 | 0 | 13700 | 0 | 0 | | fciq | XBTEUR | buy | limit | 0 | none | buy 0.00100000 XBTEUR @ limit 13700.0 | |
| 5 | OLMJHD-U2A2V-LUDNMQ | | 0 | open | 1.60556e+09 | 0 | 0 | 0.001 | 0 | 0 | 0 | 13725 | 0 | 0 | | fciq | XBTEUR | buy | limit | 0 | none | buy 0.00100000 XBTEUR @ limit 13725.0 | |
| 6 | OK4BTF-RUBIU-SYBI3H | | 0 | open | 1.60556e+09 | 0 | 0 | 0.001 | 0 | 0 | 0 | 13750 | 0 | 0 | | fciq | XBTEUR | buy | limit | 0 | none | buy 0.00100000 XBTEUR @ limit 13750.0 | |
| 7 | OWPO6O-2ITKQ-7PYNRD | | 0 | open | 1.60556e+09 | 0 | 0 | 0.001 | 0 | 0 | 0 | 13775 | 0 | 0 | | fciq | XBTEUR | buy | limit | 0 | none | buy 0.00100000 XBTEUR @ limit 13775.0 | |
| 8 | OI4N5X-4XJNM-65ZVKK | | 0 | open | 1.60556e+09 | 0 | 0 | 0.001 | 0 | 0 | 0 | 13800 | 0 | 0 | | fciq | XBTEUR | buy | limit | 0 | none | buy 0.00100000 XBTEUR @ limit 13800.0 | |
| 9 | OQJNLK-IJ5EC-KAJFZM | | 0 | open | 1.60556e+09 | 0 | 0 | 0.001 | 0 | 0 | 0 | 14625 | 0 | 0 | | fciq | XBTEUR | sell | limit | 0 | none | sell 0.00100000 XBTEUR @ limit 14625.0 | |
| 10 | OX4PEP-CQJF3-D5S4T4 | | 0 | open | 1.60556e+09 | 0 | 0 | 0.001 | 0 | 0 | 0 | 14600 | 0 | 0 | | fciq | XBTEUR | sell | limit | 0 | none | sell 0.00100000 XBTEUR @ limit 14600.0 | |
| 11 | OTPY3E-P6ZNO-AKMFGS | | 0 | open | 1.60556e+09 | 0 | 0 | 0.001 | 0 | 0 | 0 | 14575 | 0 | 0 | | fciq | XBTEUR | sell | limit | 0 | none | sell 0.00100000 XBTEUR @ limit 14575.0 | |
| 12 | ODPOEU-WSSWG-JOAXFX | | 0 | open | 1.60556e+09 | 0 | 0 | 0.001 | 0 | 0 | 0 | 14550 | 0 | 0 | | fciq | XBTEUR | sell | limit | 0 | none | sell 0.00100000 XBTEUR @ limit 14550.0 | |
| 13 | OERE3J-DZZDJ-IWYECU | | 0 | open | 1.60555e+09 | 0 | 0 | 0.001 | 0 | 0 | 0 | 14525 | 0 | 0 | | fciq | XBTEUR | sell | limit | 0 | none | sell 0.00100000 XBTEUR @ limit 14525.0 | |
| 14 | OVWFP7-6KLAD-FGQO6C | | 0 | open | 1.60555e+09 | 0 | 0 | 0.001 | 0 | 0 | 0 | 14500 | 0 | 0 | | fciq | XBTEUR | sell | limit | 0 | none | sell 0.00100000 XBTEUR @ limit 14500.0 | |
| 15 | OZB6V4-5SVQJ-Y6ADNE | | 0 | open | 1.60555e+09 | 0 | 0 | 0.00102 | 0 | 0 | 0 | 13950 | 0 | 0 | | fciq | XBTEUR | buy | limit | 0 | none | buy 0.00102000 XBTEUR @ limit 13950.0 | |
| 16 | O3FCJ5-VZQHF-MDAFQ2 | | 0 | open | 1.60555e+09 | 0 | 0 | 0.001 | 0 | 0 | 0 | 14475 | 0 | 0 | | fciq | XBTEUR | sell | limit | 0 | none | sell 0.00100000 XBTEUR @ limit 14475.0 | |
| 17 | OC6GIB-QVZOY-O4BWHZ | | 0 | open | 1.60555e+09 | 0 | 0 | 0.001 | 0 | 0 | 0 | 14450 | 0 | 0 | | fciq | XBTEUR | sell | limit | 0 | none | sell 0.00100000 XBTEUR @ limit 14450.0 | |
| 18 | OMR6HL-NYYKP-3XJ3AI | | 0 | open | 1.60555e+09 | 0 | 0 | 0.001 | 0 | 0 | 0 | 14425 | 0 | 0 | | fciq | XBTEUR | sell | limit | 0 | none | sell 0.00100000 XBTEUR @ limit 14425.0 | |
| 19 | O2BL5K-CGDVD-ROA3ID | | 0 | open | 1.60555e+09 | 0 | 0 | 0.001 | 0 | 0 | 0 | 14400 | 0 | 0 | | fciq | XBTEUR | sell | limit | 0 | none | sell 0.00100000 XBTEUR @ limit 14400.0 | |
| 20 | OH4E4L-6NLAW-GKYPZ5 | | 0 | open | 1.60555e+09 | 0 | 0 | 0.001 | 0 | 0 | 0 | 14375 | 0 | 0 | | fciq | XBTEUR | sell | limit | 0 | none | sell 0.00100000 XBTEUR @ limit 14375.0 | |
| 21 | ODH7V6-2ZUVJ-EKX7EB | | 0 | open | 1.60555e+09 | 0 | 0 | 0.001 | 0 | 0 | 0 | 14350 | 0 | 0 | | fciq | XBTEUR | sell | limit | 0 | none | sell 0.00100000 XBTEUR @ limit 14350.0 | |
| 22 | OVTUAA-HGYRL-JX2GUH | | 0 | open | 1.60555e+09 | 0 | 0 | 0.001 | 0 | 0 | 0 | 14325 | 0 | 0 | | fciq | XBTEUR | sell | limit | 0 | none | sell 0.00100000 XBTEUR @ limit 14325.0 | |
| 23 | O32BWW-7UB4U-N74YUK | | 0 | open | 1.60555e+09 | 0 | 0 | 0.001 | 0 | 0 | 0 | 14300 | 0 | 0 | | fciq | XBTEUR | sell | limit | 0 | none | sell 0.00100000 XBTEUR @ limit 14300.0 | |
| 24 | OCKQOP-JAKQO-63O6QI | | 0 | open | 1.60555e+09 | 0 | 0 | 0.00102 | 0 | 0 | 0 | 13925 | 0 | 0 | | fciq | XBTEUR | buy | limit | 0 | none | buy 0.00102000 XBTEUR @ limit 13925.0 | |
| 25 | OA4LK5-G7TDS-JMAN4D | | 0 | open | 1.60554e+09 | 0 | 0 | 0.001 | 0 | 0 | 0 | 13900 | 0 | 0 | | fciq | XBTEUR | buy | limit | 0 | none | buy 0.00100000 XBTEUR @ limit 13900.0 | |
| 26 | OS4MJ5-3CZIC-2NBYCQ | | 0 | open | 1.60554e+09 | 0 | 0 | 0.002 | 0 | 0 | 0 | 13875 | 0 | 0 | | fciq | XBTEUR | buy | limit | 0 | none | buy 0.00200000 XBTEUR @ limit 13875.0 | |
| 27 | OG3IGS-H26YR-Q4JIJW | | 0 | open | 1.60554e+09 | 0 | 0 | 0.001 | 0 | 0 | 0 | 14275 | 0 | 0 | | fciq | XBTEUR | sell | limit | 0 | none | sell 0.00100000 XBTEUR @ limit 14275.0 | |
| 28 | OUCDM5-5GO4N-V7L4LN | | 0 | open | 1.60554e+09 | 0 | 0 | 0.00102 | 0 | 0 | 0 | 13850 | 0 | 0 | | fciq | XBTEUR | buy | limit | 0 | none | buy 0.00102000 XBTEUR @ limit 13850.0 | |
| 29 | OPY3OV-OQGE2-76BFHJ | | 0 | open | 1.60554e+09 | 0 | 0 | 0.00102 | 0 | 0 | 0 | 13825 | 0 | 0 | | fciq | XBTEUR | buy | limit | 0 | none | buy 0.00102000 XBTEUR @ limit 13825.0 | |
+----+---------------------+---------+-----------+----------+-------------+-----------+------------+---------+------------+--------+-------+---------+-------------+--------------+--------+----------+--------+--------+-------------+----------+------------+----------------------------------------+---------+
What I use is
df = pd.DataFrame(data['result'])
df2 = (
pd.json_normalize(df['open'])
.set_index(df.index)
)
However, like you, I am also looking for a simpler way to set the index..